AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web

23 May 2025

Rui Cao

Zifeng Ding

Zhijiang Guo

Michael Schlichtkrull

Andreas Vlachos

ArXiv PDF HTML

Papers citing "AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web"

33 / 33 papers shown

Title
Gemma 3 Technical Report Gemma Team Aishwarya B Kamath Johan Ferret Shreya Pathak Nino Vieillard ... Harshal Tushar Lehri Hussein Hazimeh Ian Ballantyne Idan Szpektor Ivan Nardini VLM 107 78 0 25 Mar 2025
Qwen2.5-VL Technical Report S. Bai Keqin Chen Xuejing Liu Jialin Wang Wenbin Ge ... Zesen Cheng Hang Zhang Zhibo Yang Haiyang Xu Junyang Lin VLM 134 430 0 20 Feb 2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 138 6 0 13 Dec 2024
Decompose and Leverage Preferences from Expert Models for Improving Trustworthiness of MLLMs Rui Cao Yuming Jiang Michael Schlichtkrull Andreas Vlachos 61 2 0 20 Nov 2024
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking Mubashara Akhtar Michael Schlichtkrull Andreas Vlachos 38 1 0 08 Nov 2024
Open Domain Question Answering with Conflicting Contexts Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 84 3 0 16 Oct 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs Fengzhu Zeng Wenqian Li Wei Gao Yan Pang 55 4 0 29 Sep 2024
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection? Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 75 6 0 18 Jul 2024
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Feng Li Renrui Zhang Hao Zhang Yuanhan Zhang Bo Li Wei Li Zejun Ma Chunyuan Li MLLM VLM 60 208 0 10 Jul 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 75 19 0 13 Jun 2024
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Yoonsang Lee Xi Ye Eunsol Choi 51 9 0 18 Apr 2024
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web Michael Schlichtkrull Zhijiang Guo Andreas Vlachos 38 70 0 22 May 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 46 79 0 19 May 2023
VERITE: A Robust Benchmark for Multimodal Misinformation Detection Accounting for Unimodal Bias Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 106 21 0 27 Apr 2023
AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics Shan Jia Mingzhen Huang Zhou Zhou Yan Ju Jialing Cai Siwei Lyu DiffM 37 30 0 14 Apr 2023
Factify 2: A Multimodal Fake News and Satire News Dataset S. Suryavardan Shreyash Mishra Parth Patwa Megha Chakraborty Anku Rani ... Amitava Das Amit P. Sheth Manoj Kumar Chinnakotla Asif Ekbal Srijan Kumar 41 28 0 08 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 54 65 0 05 Apr 2023
Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models Chenfei Wu Sheng-Kai Yin Weizhen Qi Xiaodong Wang Zecheng Tang Nan Duan MLLM LRM 66 632 0 08 Mar 2023
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 56 41 0 25 Oct 2022
Varifocal Question Generation for Fact-checking N. Ousidhoum Moy Yuan Andreas Vlachos 77 25 0 22 Oct 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 64 83 0 25 May 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 37 77 0 23 Feb 2022
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 55 470 0 26 Aug 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo Michael Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 42 179 0 10 Jun 2021
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media Grace Luo Trevor Darrell Anna Rohrbach 10 92 0 13 Apr 2021
Automated Fact-Checking for Assisting Human Fact-Checkers Preslav Nakov David Corney Maram Hasanain Firoj Alam Tamer Elsayed Alberto Barrón-Cedeño Paolo Papotti Shaden Shaar Giovanni Da San Martino HILM HAI 52 232 0 13 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 505 28,659 0 26 Feb 2021
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 93 1,089 0 08 May 2020
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 46 122 0 29 Oct 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 98 250 0 07 Sep 2019
Fact-Checking Meets Fauxtography: Verifying Claims About Images Dimitrina Zlatkova Preslav Nakov Ivan Koychev 24 85 0 30 Aug 2019
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 89 1,621 0 14 Mar 2018
Fully Automated Fact Checking Using External Sources Georgi Karadzhov Preslav Nakov Lluís Màrquez i Villodre Alberto Barrón-Cedeño Ivan Koychev HILM 27 118 0 01 Oct 2017